{
  "id": "AIBD-0556",
  "title": "North East Derbyshire District Council: using Copilot to support better decisions and organisational change",
  "summary": "North East Derbyshire uses Copilot for drafting, summaries, and analysis. Reduced repetitive work remains intended; the source does not establish an AI-produced cultural benefit.",
  "date_observed": "2026-09-14",
  "date_basis": "source publication",
  "date_precision": "day",
  "benefit_status": "intended",
  "source_collection": "LGA AI case-study bank",
  "source_entry": "LGA-020",
  "account": "North East Derbyshire introduced Copilot alongside governance, data, and skills programs to improve decisions and service design. The council describes more evidence-seeking staff discussions and changes in decision practice. It does not isolate Copilot’s contribution from the wider program. Reductions in repetitive work and better resident outcomes remain expected.",
  "category": "general benefit",
  "unexpected": false,
  "purpose": "Reduce routine drafting, reporting, and information-handling work so that staff have more time for analysis and service improvement.",
  "system": "Microsoft Copilot",
  "model_version": null,
  "developer": "Microsoft",
  "deployer": "North East Derbyshire District Council",
  "location": "United Kingdom",
  "domain": "Local government administration",
  "segment": null,
  "benefit_type": "Reduced Task Time",
  "taxonomy_note": null,
  "registry_ids": {},
  "ratings": [
    {
      "group": "organizational",
      "depth": null,
      "reason": "The council expects Copilot to reduce repetitive reporting and information-handling work. No realized AI-produced efficiency or decision-quality improvement is established."
    },
    {
      "group": "personal",
      "depth": null,
      "reason": "Staff are intended to spend less time on repetitive tasks and more time on analysis. The source does not establish that AI produced the reported confidence or critical-questioning gains."
    }
  ],
  "ai_role": {
    "status": "unassessed",
    "statement": "The source identifies Copilot drafting, summarization, and analysis uses. Their operational benefits remain expected. It does not establish that AI produced the staff-confidence or evidence-seeking changes observed in the wider training and governance program."
  },
  "evidence": [
    {
      "kind": "report",
      "citation": "North East Derbyshire District Council. “North East Derbyshire District Council: using Copilot to support better decisions and organisational change.” Local Government Association, September 14, 2026. Original council account.",
      "title": "North East Derbyshire District Council: using Copilot to support better decisions and organisational change",
      "url": "https://www.local.gov.uk/case-studies/north-east-derbyshire-district-council-using-copilot-support-better-decisions-and",
      "date": "2026-09-14",
      "written_by": "deployer",
      "quote": null
    }
  ],
  "replication": {
    "produced_by": [
      "The council introduced Copilot and supported staff to explore drafting, summarization, and analysis.",
      "The wider adoption program included data preparation, governance, training, and human review of outputs."
    ],
    "must_hold": [
      "The conditions needed to reproduce a benefit from AI are unknown."
    ],
    "echoes": []
  },
  "paired_incident": null,
  "headline": "North East Derbyshire explores Copilot for routine work",
  "metric": null,
  "comparator": null,
  "later": null,
  "value": null,
  "developer_country": null,
  "deployer_country": null,
  "unrated_because": null,
  "brief_notes": null,
  "brief": null,
  "revisions": [
    {
      "date": "2026-10-22",
      "change": "Added the case.",
      "source": "https://www.local.gov.uk/case-studies/north-east-derbyshire-district-council-using-copilot-support-better-decisions-and",
      "editor": "AIBD"
    },
    {
      "date": "2026-10-24",
      "change": "Confirmed that the LGA page is the council’s original account, not an independent evaluation.",
      "source": "https://www.local.gov.uk/case-studies/north-east-derbyshire-district-council-using-copilot-support-better-decisions-and",
      "editor": "AIBD"
    }
  ],
  "confidence": "claimed",
  "shade": "low",
  "claim_status": "The deployer's account",
  "claim_basis": "Sources: the deployer's report. The cited evidence includes no independent source and no finding by a regulator or court.",
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    "case_id": "AIBD-0556",
    "catalog_version": "1.0.0",
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            "interpretation": "Existing display rule preserved; the richer outcome-specific confidence question still needs review."
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        "state": "not_assessed",
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}